TY - JOUR
T1 - Coevolutionary, coexisting learning and teaching agents model for prisoner's dilemma games enhancing cooperation with assortative heterogeneous networks
AU - Tanimoto, Jun
N1 - Funding Information:
This study was partially supported by a Grant-in-Aid for Scientific Research by JSPS , awarded to Professor Tanimoto (# 23651156 ), the Kurata-Hitachi Foundation and Hayao Nakayama Science & Cultural Foundation. We would like to express our gratitude to these funding sources.
PY - 2013/7/1
Y1 - 2013/7/1
N2 - Unlike other natural network systems, assortativity can be observed in most human social networks, although it has been reported that a social dilemma situation represented by the prisoner's dilemma favors dissortativity to enhance cooperation. We established a new coevolutionary model for both agents' strategy and network topology, where teaching and learning agents coexist. Remarkably, this model enables agents' enhancing cooperation more than a learners-only model on a time-frozen scale-free network and produces an underlying assortative network with a fair degree of power-law distribution. The model may imply how and why assortative networks are adaptive in human society.
AB - Unlike other natural network systems, assortativity can be observed in most human social networks, although it has been reported that a social dilemma situation represented by the prisoner's dilemma favors dissortativity to enhance cooperation. We established a new coevolutionary model for both agents' strategy and network topology, where teaching and learning agents coexist. Remarkably, this model enables agents' enhancing cooperation more than a learners-only model on a time-frozen scale-free network and produces an underlying assortative network with a fair degree of power-law distribution. The model may imply how and why assortative networks are adaptive in human society.
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U2 - 10.1016/j.physa.2013.02.004
DO - 10.1016/j.physa.2013.02.004
M3 - Article
AN - SCOPUS:84876674530
SN - 0378-4371
VL - 392
SP - 2955
EP - 2964
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
IS - 13
ER -